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Lyu C, Wang Q, Yin X, Li Z, Wang T, Wang Y, Cui S, Liu K, Wang Z, Gao C, Xu R. Clinical significance and potential mechanism of heat shock factor 1 in acute myeloid leukemia. Aging (Albany NY) 2022; 14:7026-7037. [PMID: 36069792 PMCID: PMC9512492 DOI: 10.18632/aging.204267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Accepted: 08/17/2022] [Indexed: 11/25/2022]
Abstract
Background: Heat shock factor 1 (HSF1) is now considered to have the potential to be used as a prognostic biomarker in cancers. However, its clinical significance and potential function in acute myeloid leukemia (AML) remain underexplored. Methods: In this study, the expression pattern and clinical significance of HSF1 in AML were examined by integrating data from databases including The Cancer Genome Atlas (TCGA), The Genotype–Tissue Expression (GTEx), Vizome, Cancer Cell Line Encyclopedia (CCLE) and Gene Expression Omnibus (GEO). Linkedomics was applied to collect HSF1–related genes in AML. GeneMANIA was applied to outline HSF1–related functional networks. CancerSEA analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis and Gene Set Enrichment Analysis (GSEA) were performed to mine the potential mechanism of HSF1 in leukemogenesis. Single–sample Gene Set Enrichment Analysis (ssGSEA) was applied to explore the correlation between HSF1 and infiltrating immune cells in AML. Results: HSF1 expression was elevated in AML compared to healthy controls and indicate a poor overall survival. HSF1 expression was significantly correlated with patients age, associated with patient survival in subgroup of bone marrow blasts (%) >20. Functional analyses indicated that HSF1 plays a role in the metastatic status of AML, and is involved in inflammation–related pathways and biological processes. HSF1 expression was significantly correlated with the immune infiltration of nature killer cells and T cell population. Conclusion: HSF1 plays a vital role in the molecular network of AML pathogenesis, and has the potential to be a biomarker for prognosis prediction.
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Affiliation(s)
- Chunyi Lyu
- First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Qian Wang
- College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Xuewei Yin
- First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Zonghong Li
- First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Teng Wang
- Shandong Key Laboratory of Hematology of Integrated Traditional Chinese and Western Medicine of Health Commission, Institute of Hematology of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Yan Wang
- Shandong Key Laboratory of Hematology of Integrated Traditional Chinese and Western Medicine of Health Commission, Institute of Hematology of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China.,Department of Hematology, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Siyuan Cui
- Department of Hematology, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Kui Liu
- Department of Hematology, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Zhenzhen Wang
- Shandong Key Laboratory of Hematology of Integrated Traditional Chinese and Western Medicine of Health Commission, Institute of Hematology of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China.,Department of Hematology, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Chang Gao
- First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
| | - Ruirong Xu
- Shandong Key Laboratory of Hematology of Integrated Traditional Chinese and Western Medicine of Health Commission, Institute of Hematology of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China.,Department of Hematology, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China
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2
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Heat Shock Causes a Reversible Increase in RNA Polymerase II Occupancy Downstream of mRNA Genes, Consistent with a Global Loss in Transcriptional Termination. Mol Cell Biol 2018; 38:MCB.00181-18. [PMID: 29967245 DOI: 10.1128/mcb.00181-18] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2018] [Accepted: 06/25/2018] [Indexed: 12/17/2022] Open
Abstract
Cellular transcriptional programs are tightly controlled but can profoundly change in response to environmental challenges or stress. Here we describe global changes in mammalian RNA polymerase II (Pol II) occupancy at mRNA genes in response to heat shock and after recovery from the stress. After a short heat shock, Pol II occupancy across thousands of genes decreased, consistent with widespread transcriptional repression, whereas Pol II occupancy increased at a small number of genes in a manner consistent with activation. Most striking, however, was loss of the Pol II peak near the 3' ends of mRNA genes, coupled to a gain in polymerase occupancy extending tens of kilobases downstream of 3' ends. Typical patterns of 3' end occupancy were largely restored 60 min after cells returned to normal growth temperatures. These changes in polymerase occupancy revealed a heat shock-induced loss of normal termination, which was potent, global, and reversible. The occupancy of the termination factor CPSF73 at the 3' ends of representative genes was reduced after heat shock, suggesting a mechanism for impaired termination. The data support a model in which heat shock induces widespread repression of transcriptional initiation and loss of transcription termination, which reverses as cells return to homeostasis.
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Wang S, Xin J, Zhang L, Zhou Y, Yao C, Wang B, Wang J, Zhang Z. Cantharidin-encapsulated thermal-sensitive liposomes coated with gold nanoparticles for enhanced photothermal therapy on A431 cells. Int J Nanomedicine 2018; 13:2143-2160. [PMID: 29692611 PMCID: PMC5901154 DOI: 10.2147/ijn.s156240] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Purpose Plasmonic nanostructure-mediated photothermal therapy (PTT) is a promising alternative therapy for the treatment of skin cancer and other diseases. However, the insufficient efficiency of PTT at irradiation levels tolerable to tissues and the limited biodegradability of nanomaterials are still crucial challenges. In this study, a novel nanosystem for PTT based on liposome–nanoparticle assemblies (LNAs) was established. Materials and methods Thermal-sensitive liposomes (TSLs) encapsulating cantharidin (CTD) were coated with gold nanoparticles (GNPs) and used in near-infrared (NIR) illumination-triggered PTT and thermally induced disruption on A431 cells. Results The coated GNPs disintegrated into small particles of 5–6 nm after disruption of TSLs, allowing their clearance by the liver and kidneys. CTD encapsulated in the TSLs was released into cytoplasm after PTT. The released CTD increased the apoptosis of PTT-treated tumor cells by blocking the heat shock response (HSR) and inhibiting the expression of HSP70 and BAG3 inhibiting the expression of HSP70 and BAG3 with the synergistic enhancement of CTD, the new nanosystem CTD-encapsulated TSLs coated with GNPs (CTD-TSL@GNPs) had an efficient PTT effect using clinically acceptable irradiation power (200 mW//cm2) on A431 cells. Conclusion The developed CTD-TSL@GNPs may be a promising PTT agent for clinical skin cancer therapy.
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Affiliation(s)
- Sijia Wang
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Institute of Biomedical Analytical Technology and Instrumentation, Xi'an Jiaotong University, Xi'an, Shaanxi, People's Republic of China
| | - Jing Xin
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Institute of Biomedical Analytical Technology and Instrumentation, Xi'an Jiaotong University, Xi'an, Shaanxi, People's Republic of China
| | - Luwei Zhang
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Institute of Biomedical Analytical Technology and Instrumentation, Xi'an Jiaotong University, Xi'an, Shaanxi, People's Republic of China
| | - Yicheng Zhou
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Institute of Biomedical Analytical Technology and Instrumentation, Xi'an Jiaotong University, Xi'an, Shaanxi, People's Republic of China
| | - Cuiping Yao
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Institute of Biomedical Analytical Technology and Instrumentation, Xi'an Jiaotong University, Xi'an, Shaanxi, People's Republic of China
| | - Bing Wang
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Institute of Biomedical Analytical Technology and Instrumentation, Xi'an Jiaotong University, Xi'an, Shaanxi, People's Republic of China
| | - Jing Wang
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Institute of Biomedical Analytical Technology and Instrumentation, Xi'an Jiaotong University, Xi'an, Shaanxi, People's Republic of China
| | - Zhenxi Zhang
- Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Institute of Biomedical Analytical Technology and Instrumentation, Xi'an Jiaotong University, Xi'an, Shaanxi, People's Republic of China
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Graner AN, Hellwinkel JE, Lencioni AM, Madsen HJ, Harland TA, Marchando P, Nguyen GJ, Wang M, Russell LM, Bemis LT, Anchordoquy TJ, Graner MW. HSP90 inhibitors in the context of heat shock and the unfolded protein response: effects on a primary canine pulmonary adenocarcinoma cell line. Int J Hyperthermia 2016; 33:303-317. [PMID: 27829290 DOI: 10.1080/02656736.2016.1256503] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Agents targeting HSP90 and GRP94 are seldom tested in stressed contexts such as heat shock (HS) or the unfolded protein response (UPR). Tumor stress often activates HSPs and the UPR as pro-survival mechanisms. This begs the question of stress effects on chemotherapeutic efficacy, particularly with drugs targeting chaperones such as HSP90 or GRP94. We tested the utility of several HSP90 inhibitors, including PU-H71 (targeting GRP94), on a primary canine lung cancer line under HS/UPR stress compared to control conditions. METHODS We cultured canine bronchoalveolar adenocarcinoma cells that showed high endogenous HSP90 and GRP94 expression; these levels substantially increased upon HS or UPR induction. We treated cells with HSP90 inhibitors 17-DMAG, 17-AAG or PU-H71 under standard conditions, HS or UPR. Cell viability/survival was assayed. Antibody arrays measured intracellular signalling and apoptosis profiles. RESULTS HS and UPR had varying effects on cells treated with different HSP90 inhibitors; in particular, HS and UPR promoted resistance to inhibitors in short-term assays, but combinations of UPR stress and PU-H571 showed potent cytotoxic activity in longer-term assays. Array data indicated altered signalling pathways, with apoptotic and pro-survival implications. UPR induction + dual targeting of HSP90 and GRP94 swayed the balance toward apoptosis. CONCLUSION Cellular stresses, endemic to tumors, or interventionally inducible, can deflect or enhance chemo-efficacy, particularly with chaperone-targeting drugs. Stress is likely not held accountable when testing new pharmacologics or assessing currently-used drugs. A better understanding of stress impacts on drug activities should be critical in improving therapeutic targeting and in discerning mechanisms of drug resistance.
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Affiliation(s)
- Arin N Graner
- a Department of Neurosurgery , University of Colorado Denver , Aurora , CO , USA
| | - Justin E Hellwinkel
- a Department of Neurosurgery , University of Colorado Denver , Aurora , CO , USA.,b School of Medicine , University of Colorado School of Medicine , Aurora , CO , USA
| | - Alex M Lencioni
- a Department of Neurosurgery , University of Colorado Denver , Aurora , CO , USA.,c University of Arkansas for Medical Sciences , Little Rock , AR , USA
| | - Helen J Madsen
- a Department of Neurosurgery , University of Colorado Denver , Aurora , CO , USA.,b School of Medicine , University of Colorado School of Medicine , Aurora , CO , USA
| | - Tessa A Harland
- a Department of Neurosurgery , University of Colorado Denver , Aurora , CO , USA.,b School of Medicine , University of Colorado School of Medicine , Aurora , CO , USA
| | - Paul Marchando
- d Department of Chemical and Biological Engineering , University of Colorado Boulder , Boulder , CO , USA
| | - Ger J Nguyen
- a Department of Neurosurgery , University of Colorado Denver , Aurora , CO , USA
| | - Mary Wang
- a Department of Neurosurgery , University of Colorado Denver , Aurora , CO , USA
| | - Laura M Russell
- a Department of Neurosurgery , University of Colorado Denver , Aurora , CO , USA
| | - Lynne T Bemis
- e Department of Biomedical Sciences , University of Minnesota , Duluth , MN , USA
| | - Thomas J Anchordoquy
- f Skaggs School of Pharmacy and Pharmaceutical Sciences , University of Colorado Denver , Aurora , CO , USA
| | - Michael W Graner
- a Department of Neurosurgery , University of Colorado Denver , Aurora , CO , USA
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